> whoami { "name": "Shreyas Suvarna", "handle": "ORION2809", "mode": "agentic systems lab", "base": "India", "loop": "research → build → validate → ship → compound" }
> current_vector Lane Signal 🔧 Agentic DevTools CLIs, skills, workflows 🤖 AI Orchestration MCP, swarms, evaluators 📦 Product Systems Career ops, onboarding 🧠 Learning Tech Mental-model diagnostics	> ship_style Bias Output Deterministic loops Less agent chaos Playwright checks Real browser proof Typed contracts Cleaner handoffs UX polish Interfaces with pulse

⚡ Latest Launch Bay

_{Active projects in the agentic pipeline — each one ships with browser-proof validation}

Career-Ops AI-powered job search command center Evaluates roles with structured fit scoring Generates ATS-oriented CV variants Scans Greenhouse, Ashby, Lever, and company portals Tracks the pipeline through a Go terminal dashboard	Prove-It-Mode Mental model stress tester Diagnoses hidden concept gaps before building Uses plausible-but-wrong code traps Replaces scoring with reflective diagnosis Runs on React, Vite, Tailwind, and NVIDIA-backed AI
Claw Code Rust coding-agent CLI with multi-provider support Rust workspace for the claw CLI Claude, Grok, and OpenAI-compatible flows Plugin-aware tools, hooks, and permission features Interactive REPL plus one-shot prompt mode	Claude Fulcrum Operating system for AI-powered development 26 agents, 122 skills, 66 commands Shared memory across Claude Code, Codex, Cursor, and Copilot Swarm orchestration, hooks, and quality gates Design intelligence with searchable UI/UX systems
AI Onboarding Orchestrator Multi-agent employee onboarding system Saga orchestration across HR, IT, payroll, and facilities Express 5 plus Zod API surface LLM gateway with provider failover Audit trails, data lineage, chaos tests, and Prometheus metrics	Agentic Orchestration Engine Deterministic Agentic Game Builder Turns vague game ideas into playable HTML5 games Uses Pydantic contracts and explicit state transitions Validates with AST analysis plus Playwright runtime tests Ships as an MCP server with Docker packaging

🗺️ System Map

_{No vibes-only shipping — plan, build, test in a browser, fold the pattern back into the stack}

Phase	Proof	Project Signal
🔍 Research signals	Capture the rough problem and weird edge cases	Career-Ops, Prove-It-Mode
📝 Typed plan	Force the handoff into contracts	Agentic Orchestration Engine
🤖 Agentic build loop	Ship with tools, agents, and memory	Claw Code, Claude Fulcrum
🌐 Browser validation	Let Playwright call the bluff	AI Onboarding Orchestrator
♻️ Reusable system	Fold the pattern back into the stack	Fulcrum skills, MCPs, CLIs

📡 Stack Radar

_{Multi-runtime competency map — hover over the radar to explore}

📊 Telemetry

_{Real-time signal from the contribution graph}

🗄️ Signal Archive

_{Earlier explorations that shaped the current stack}

Project	What it proved
XAI Tachycardia	Explainable cardiac-event detection with SHAP/LIME thinking
Aquaculture AI	Farm intelligence, predictive signals, and recommendation engines
3D Object View	Browser-based 3D interaction experiments
Aqua Web 3D	Immersive aquaculture web experience
RLRAG	Cost-aware retrieval-depth control for production RAG